AIGC Video Gen Leader: Scale, Align, Deploy

Shopee; Singapore; On-site; SGD 180,000 - 260,000; Full time

Job summary

Shopee seeks a senior AI/ML leader to define the AIGC roadmap across pre- and post-training, including model alignment, data curation, and evaluation frameworks.

You will guide distributed training toolchains, optimize computation and storage, and drive production-ready inference with advanced distillation and quantization techniques. Leadership of a growing technical team is essential.

Qualifications

• Master's degree in a relevant field.
• 5+ years of AI/ML experience with a focus on generative models.
• Proven leadership of technical teams including hiring and mentoring.
• Hands-on experience in AIGC pre-training or post-training (or both).
• Deep familiarity with Transformer architectures and Diffusion models.

Responsibilities

• Define the AIGC roadmap across pre-training and post-training workstreams.
• Oversee distributed training toolchains and optimize training infrastructure.
• Lead post-training alignment, data curation, and RLHF/DPO/GRPO/PPO approaches.
• Drive capability expansion in long-video modeling and multi-modal generation.

Skills

Team leadership

AIGC expertise

Transformer architectures

Diffusion models

Distributed training

PyTorch

DeepSpeed

Megatron-LM

Communication

Education

Master's degree in Computer Science

Tools

PyTorch

DeepSpeed

Megatron-LM

Job description

Shopee seeks a senior AI/ML leader to define the AIGC roadmap across pre- and post-training, including model alignment, data curation, and evaluation frameworks.

You will guide distributed training toolchains, optimize computation and storage, and drive production-ready inference with advanced distillation and quantization techniques. Leadership of a growing technical team is essential.